diff --git a/dsLightRag/.idea/dsLightRag.iml b/dsLightRag/.idea/dsLightRag.iml index 880d61c1..538d1892 100644 --- a/dsLightRag/.idea/dsLightRag.iml +++ b/dsLightRag/.idea/dsLightRag.iml @@ -2,7 +2,7 @@ - + diff --git a/dsLightRag/.idea/misc.xml b/dsLightRag/.idea/misc.xml index 0f9b3bc1..2cad77d0 100644 --- a/dsLightRag/.idea/misc.xml +++ b/dsLightRag/.idea/misc.xml @@ -3,5 +3,5 @@ - + \ No newline at end of file diff --git a/dsLightRag/Config/__pycache__/Config.cpython-310.pyc b/dsLightRag/Config/__pycache__/Config.cpython-310.pyc index 98847505..02dba342 100644 Binary files a/dsLightRag/Config/__pycache__/Config.cpython-310.pyc and b/dsLightRag/Config/__pycache__/Config.cpython-310.pyc differ diff --git a/dsLightRag/Config/__pycache__/__init__.cpython-310.pyc b/dsLightRag/Config/__pycache__/__init__.cpython-310.pyc index ce15d799..a118d2da 100644 Binary files a/dsLightRag/Config/__pycache__/__init__.cpython-310.pyc and b/dsLightRag/Config/__pycache__/__init__.cpython-310.pyc differ diff --git a/dsLightRag/Topic/Chemistry/kv_store_llm_response_cache.json b/dsLightRag/Topic/Chemistry/kv_store_llm_response_cache.json index 3873f75d..01a83777 100644 --- a/dsLightRag/Topic/Chemistry/kv_store_llm_response_cache.json +++ b/dsLightRag/Topic/Chemistry/kv_store_llm_response_cache.json @@ -20,38 +20,28 @@ "embedding_max": null, "original_prompt": "苏轼的家人都有谁?" }, - "2aa147fe2387a611b187f93614709710": { - "return": "{\"high_level_keywords\": [\"\\u5316\\u5b66\\u53cd\\u5e94\", \"\\u6c27\\u5316\\u94c1\", \"\\u785d\\u9178\"], \"low_level_keywords\": [\"\\u53cd\\u5e94\\u65b9\\u7a0b\\u5f0f\", \"Fe2O3\", \"HNO3\"]}", + "39927327159cfd7cca859e211cc6e357": { + "return": "{\"high_level_keywords\": [\"\\u6559\\u5b66\\u8bbe\\u8ba1\", \"\\u51e0\\u4f55\\u6982\\u5ff5\", \"\\u6570\\u5b66\\u6559\\u5b66\"], \"low_level_keywords\": [\"\\u70b9\", \"\\u7ebf\", \"\\u9762\", \"\\u4f53\", \"\\u89d2\"]}", "cache_type": "keywords", "chunk_id": null, "embedding": null, "embedding_shape": null, "embedding_min": null, "embedding_max": null, - "original_prompt": "氧化铁和硝酸的反应方程式?" + "original_prompt": "帮我写一下 如何理解点、线、面、体、角 的教学设计" }, - "832306e491f41946366db55cbf34e694": { - "return": "{\"high_level_keywords\": [\"\\u5316\\u5b66\\u53cd\\u5e94\", \"\\u5206\\u89e3\\u53cd\\u5e94\", \"\\u5316\\u5b66\\u65b9\\u7a0b\\u5f0f\"], \"low_level_keywords\": [\"\\u785d\\u9178\", \"\\u52a0\\u70ed\", \"\\u5206\\u89e3\\u4ea7\\u7269\"]}", + "15cecdac0531563df69e6105968db51c": { + "return": "{\"high_level_keywords\": [\"\\u5fae\\u79ef\\u5206\", \"\\u57fa\\u672c\\u5b9a\\u7406\", \"\\u6570\\u5b66\\u7406\\u8bba\"], \"low_level_keywords\": [\"\\u5bfc\\u6570\", \"\\u79ef\\u5206\", \"\\u725b\\u987f-\\u83b1\\u5e03\\u5c3c\\u5179\\u516c\\u5f0f\", \"\\u8fde\\u7eed\\u51fd\\u6570\", \"\\u5fae\\u5206\"]}", "cache_type": "keywords", "chunk_id": null, "embedding": null, "embedding_shape": null, "embedding_min": null, "embedding_max": null, - "original_prompt": "硝酸加热分解的化学反应方程式是什么" - }, - "172729243e30f5080ed5524d3065e016": { - "return": "{\"high_level_keywords\": [\"\\u5316\\u5b66\\u53cd\\u5e94\\u65b9\\u7a0b\\u5f0f\", \"\\u785d\\u9178\\u5206\\u89e3\", \"\\u5149\\u7167\\u53cd\\u5e94\"], \"low_level_keywords\": [\"\\u785d\\u9178\", \"\\u5149\\u7167\", \"\\u5206\\u89e3\\u4ea7\\u7269\", \"\\u5316\\u5b66\\u5e73\\u8861\"]}", - "cache_type": "keywords", - "chunk_id": null, - "embedding": null, - "embedding_shape": null, - "embedding_min": null, - "embedding_max": null, - "original_prompt": "硝酸光照分解的化学反应方程式是什么" + "original_prompt": "微积分的基本定理是什么?" }, "0866bc72067432ca7e2676c73832db63": { - "return": "{\"high_level_keywords\": [\"\\u5149\\u7167\\u5206\\u89e3\\u53cd\\u5e94\", \"\\u5316\\u5b66\\u53cd\\u5e94\", \"\\u785d\\u9178\\u5206\\u89e3\"], \"low_level_keywords\": [\"\\u785d\\u9178\", \"\\u5149\\u7167\\u6761\\u4ef6\", \"\\u53cd\\u5e94\\u4ea7\\u7269\", \"\\u5316\\u5b66\\u65b9\\u7a0b\\u5f0f\"]}", + "return": "{\"high_level_keywords\": [\"\\u785d\\u9178\", \"\\u5149\\u7167\\u5206\\u89e3\\u53cd\\u5e94\", \"\\u5316\\u5b66\\u53cd\\u5e94\"], \"low_level_keywords\": [\"\\u5149\\u89e3\", \"\\u6c2e\\u6c27\\u5316\\u7269\", \"\\u6c27\\u6c14\", \"\\u6c34\", \"\\u53cd\\u5e94\\u6761\\u4ef6\"]}", "cache_type": "keywords", "chunk_id": null, "embedding": null, @@ -59,26 +49,6 @@ "embedding_min": null, "embedding_max": null, "original_prompt": "硝酸的光照分解反应?" - }, - "cc92239535843f2ff618777d712c3aaa": { - "return": "{\"high_level_keywords\": [\"\\u6c22\\u6c14\", \"\\u6c27\\u6c14\", \"\\u71c3\\u70e7\\u73b0\\u8c61\"], \"low_level_keywords\": [\"\\u5316\\u5b66\\u53cd\\u5e94\", \"\\u6c34\\u751f\\u6210\", \"\\u706b\\u7130\", \"\\u80fd\\u91cf\\u91ca\\u653e\"]}", - "cache_type": "keywords", - "chunk_id": null, - "embedding": null, - "embedding_shape": null, - "embedding_min": null, - "embedding_max": null, - "original_prompt": "氢气与氧气燃烧的现象" - }, - "d76baeceecdfd9ed35f72d4f94537986": { - "return": "{\"high_level_keywords\": [\"\\u6c22\\u6c14\", \"\\u6c27\\u6c14\", \"\\u71c3\\u70e7\\u73b0\\u8c61\"], \"low_level_keywords\": [\"\\u5316\\u5b66\\u53cd\\u5e94\", \"\\u6c34\\u751f\\u6210\", \"\\u706b\\u7130\", \"\\u80fd\\u91cf\\u91ca\\u653e\"]}", - "cache_type": "keywords", - "chunk_id": null, - "embedding": null, - "embedding_shape": null, - "embedding_min": null, - "embedding_max": null, - "original_prompt": "氢气与氧气燃烧的现象?" } }, "default": { @@ -2441,6 +2411,8 @@ "embedding_min": null, "embedding_max": null, "original_prompt": "You are a helpful assistant responsible for generating a comprehensive summary of the data provided below.\nGiven one or two entities, and a list of descriptions, all related to the same entity or group of entities.\nPlease concatenate all of these into a single, comprehensive description. Make sure to include information collected from all the descriptions.\nIf the provided descriptions are contradictory, please resolve the contradictions and provide a single, coherent summary.\nMake sure it is written in third person, and include the entity names so we the have full context.\nUse English as output language.\n\n#######\n---Data---\nEntities: (学生, 教师)\nDescription List: ['Teachers guide students in learning general mathematical methods like equation-solving, emphasizing skills over tricks.', 'Teachers guide students in understanding geometric transformations and spatial concepts.', \"Teachers' instructional methods directly impact students' learning approaches and mathematical understanding.\", 'The teacher guides students in creating and analyzing bar graphs using Olympic medal data.', 'The teacher guides students through activities to understand graphical transformations and their applications.', '教师guides学生through lessons on speed, distance, and time, using questions and examples to foster understanding.', '教师引导学生在几何问题中发现规律并用语言表述。']\n#######\nOutput:\n" +<<<<<<< HEAD +======= }, "5d1693bbdb3eefa0270d23924707b91d": { "return": "(\"entity\"<|>\"硝酸\"<|>\"category\"<|>\"硝酸是一种化学物质，化学式为HNO₃，在光照或加热条件下会分解。\")##\n(\"entity\"<|>\"NO₂\"<|>\"category\"<|>\"二氧化氮是一种气体，化学式为NO₂，是硝酸分解的产物之一。\")##\n(\"entity\"<|>\"O₂\"<|>\"category\"<|>\"氧气是一种气体，化学式为O₂，是硝酸分解的产物之一。\")##\n(\"entity\"<|>\"H₂O\"<|>\"category\"<|>\"水是一种液体，化学式为H₂O，是硝酸分解的产物之一。\")##\n(\"relationship\"<|>\"硝酸\"<|>\"NO₂\"<|>\"硝酸在光照或加热条件下分解产生二氧化氮。\"<|>\"化学反应, 分解产物\"<|>9)##\n(\"relationship\"<|>\"硝酸\"<|>\"O₂\"<|>\"硝酸在光照或加热条件下分解产生氧气。\"<|>\"化学反应, 分解产物\"<|>9)##\n(\"relationship\"<|>\"硝酸\"<|>\"H₂O\"<|>\"硝酸在光照或加热条件下分解产生水。\"<|>\"化学反应, 分解产物\"<|>9)##\n(\"content_keywords\"<|>\"化学方程式, 分解反应, 硝酸, 光照分解\")<|COMPLETE|>", @@ -2711,6 +2683,7 @@ "embedding_min": null, "embedding_max": null, "original_prompt": "[{\"role\": \"user\", \"content\": \"---Goal---\\nGiven a text document that is potentially relevant to this activity and a list of entity types, identify all entities of those types from the text and all relationships among the identified entities.\\nUse English as output language.\\n\\n---Steps---\\n1. Identify all entities. For each identified entity, extract the following information:\\n- entity_name: Name of the entity, use same language as input text. If English, capitalized the name.\\n- entity_type: One of the following types: [organization,person,geo,event,category]\\n- entity_description: Comprehensive description of the entity's attributes and activities\\nFormat each entity as (\\\"entity\\\"<|><|><|>)\\n\\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\\nFor each pair of related entities, extract the following information:\\n- source_entity: name of the source entity, as identified in step 1\\n- target_entity: name of the target entity, as identified in step 1\\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\\n- relationship_keywords: one or more high-level key words that summarize the overarching nature of the relationship, focusing on concepts or themes rather than specific details\\nFormat each relationship as (\\\"relationship\\\"<|><|><|><|><|>)\\n\\n3. Identify high-level key words that summarize the main concepts, themes, or topics of the entire text. These should capture the overarching ideas present in the document.\\nFormat the content-level key words as (\\\"content_keywords\\\"<|>)\\n\\n4. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\\n\\n5. When finished, output <|COMPLETE|>\\n\\n######################\\n---Examples---\\n######################\\nExample 1:\\n\\nEntity_types: [person, technology, mission, organization, location]\\nText:\\n```\\nwhile Alex clenched his jaw, the buzz of frustration dull against the backdrop of Taylor's authoritarian certainty. It was this competitive undercurrent that kept him alert, the sense that his and Jordan's shared commitment to discovery was an unspoken rebellion against Cruz's narrowing vision of control and order.\\n\\nThen Taylor did something unexpected. They paused beside Jordan and, for a moment, observed the device with something akin to reverence. \\\"If this tech can be understood...\\\" Taylor said, their voice quieter, \\\"It could change the game for us. For all of us.\\\"\\n\\nThe underlying dismissal earlier seemed to falter, replaced by a glimpse of reluctant respect for the gravity of what lay in their hands. Jordan looked up, and for a fleeting heartbeat, their eyes locked with Taylor's, a wordless clash of wills softening into an uneasy truce.\\n\\nIt was a small transformation, barely perceptible, but one that Alex noted with an inward nod. They had all been brought here by different paths\\n```\\n\\nOutput:\\n(\\\"entity\\\"<|>\\\"Alex\\\"<|>\\\"person\\\"<|>\\\"Alex is a character who experiences frustration and is observant of the dynamics among other characters.\\\")##\\n(\\\"entity\\\"<|>\\\"Taylor\\\"<|>\\\"person\\\"<|>\\\"Taylor is portrayed with authoritarian certainty and shows a moment of reverence towards a device, indicating a change in perspective.\\\")##\\n(\\\"entity\\\"<|>\\\"Jordan\\\"<|>\\\"person\\\"<|>\\\"Jordan shares a commitment to discovery and has a significant interaction with Taylor regarding a device.\\\")##\\n(\\\"entity\\\"<|>\\\"Cruz\\\"<|>\\\"person\\\"<|>\\\"Cruz is associated with a vision of control and order, influencing the dynamics among other characters.\\\")##\\n(\\\"entity\\\"<|>\\\"The Device\\\"<|>\\\"technology\\\"<|>\\\"The Device is central to the story, with potential game-changing implications, and is revered by Taylor.\\\")##\\n(\\\"relationship\\\"<|>\\\"Alex\\\"<|>\\\"Taylor\\\"<|>\\\"Alex is affected by Taylor's authoritarian certainty and observes changes in Taylor's attitude towards the device.\\\"<|>\\\"power dynamics, perspective shift\\\"<|>7)##\\n(\\\"relationship\\\"<|>\\\"Alex\\\"<|>\\\"Jordan\\\"<|>\\\"Alex and Jordan share a commitment to discovery, which contrasts with Cruz's vision.\\\"<|>\\\"shared goals, rebellion\\\"<|>6)##\\n(\\\"relationship\\\"<|>\\\"Taylor\\\"<|>\\\"Jordan\\\"<|>\\\"Taylor and Jordan interact directly regarding the device, leading to a moment of mutual respect and an uneasy truce.\\\"<|>\\\"conflict resolution, mutual respect\\\"<|>8)##\\n(\\\"relationship\\\"<|>\\\"Jordan\\\"<|>\\\"Cruz\\\"<|>\\\"Jordan's commitment to discovery is in rebellion against Cruz's vision of control and order.\\\"<|>\\\"ideological conflict, rebellion\\\"<|>5)##\\n(\\\"relationship\\\"<|>\\\"Taylor\\\"<|>\\\"The Device\\\"<|>\\\"Taylor shows reverence towards the device, indicating its importance and potential impact.\\\"<|>\\\"reverence, technological significance\\\"<|>9)##\\n(\\\"content_keywords\\\"<|>\\\"power dynamics, ideological conflict, discovery, rebellion\\\")<|COMPLETE|>\\n#############################\\nExample 2:\\n\\nEntity_types: [company, index, commodity, market_trend, economic_policy, biological]\\nText:\\n```\\nStock markets faced a sharp downturn today as tech giants saw significant declines, with the Global Tech Index dropping by 3.4% in midday trading. Analysts attribute the selloff to investor concerns over rising interest rates and regulatory uncertainty.\\n\\nAmong the hardest hit, Nexon Technologies saw its stock plummet by 7.8% after reporting lower-than-expected quarterly earnings. In contrast, Omega Energy posted a modest 2.1% gain, driven by rising oil prices.\\n\\nMeanwhile, commodity markets reflected a mixed sentiment. Gold futures rose by 1.5%, reaching $2,080 per ounce, as investors sought safe-haven assets. Crude oil prices continued their rally, climbing to $87.60 per barrel, supported by supply constraints and strong demand.\\n\\nFinancial experts are closely watching the Federal Reserve's next move, as speculation grows over potential rate hikes. The upcoming policy announcement is expected to influence investor confidence and overall market stability.\\n```\\n\\nOutput:\\n(\\\"entity\\\"<|>\\\"Global Tech Index\\\"<|>\\\"index\\\"<|>\\\"The Global Tech Index tracks the performance of major technology stocks and experienced a 3.4% decline today.\\\")##\\n(\\\"entity\\\"<|>\\\"Nexon Technologies\\\"<|>\\\"company\\\"<|>\\\"Nexon Technologies is a tech company that saw its stock decline by 7.8% after disappointing earnings.\\\")##\\n(\\\"entity\\\"<|>\\\"Omega Energy\\\"<|>\\\"company\\\"<|>\\\"Omega Energy is an energy company that gained 2.1% in stock value due to rising oil prices.\\\")##\\n(\\\"entity\\\"<|>\\\"Gold Futures\\\"<|>\\\"commodity\\\"<|>\\\"Gold futures rose by 1.5%, indicating increased investor interest in safe-haven assets.\\\")##\\n(\\\"entity\\\"<|>\\\"Crude Oil\\\"<|>\\\"commodity\\\"<|>\\\"Crude oil prices rose to $87.60 per barrel due to supply constraints and strong demand.\\\")##\\n(\\\"entity\\\"<|>\\\"Market Selloff\\\"<|>\\\"market_trend\\\"<|>\\\"Market selloff refers to the significant decline in stock values due to investor concerns over interest rates and regulations.\\\")##\\n(\\\"entity\\\"<|>\\\"Federal Reserve Policy Announcement\\\"<|>\\\"economic_policy\\\"<|>\\\"The Federal Reserve's upcoming policy announcement is expected to impact investor confidence and market stability.\\\")##\\n(\\\"relationship\\\"<|>\\\"Global Tech Index\\\"<|>\\\"Market Selloff\\\"<|>\\\"The decline in the Global Tech Index is part of the broader market selloff driven by investor concerns.\\\"<|>\\\"market performance, investor sentiment\\\"<|>9)##\\n(\\\"relationship\\\"<|>\\\"Nexon Technologies\\\"<|>\\\"Global Tech Index\\\"<|>\\\"Nexon Technologies' stock decline contributed to the overall drop in the Global Tech Index.\\\"<|>\\\"company impact, index movement\\\"<|>8)##\\n(\\\"relationship\\\"<|>\\\"Gold Futures\\\"<|>\\\"Market Selloff\\\"<|>\\\"Gold prices rose as investors sought safe-haven assets during the market selloff.\\\"<|>\\\"market reaction, safe-haven investment\\\"<|>10)##\\n(\\\"relationship\\\"<|>\\\"Federal Reserve Policy Announcement\\\"<|>\\\"Market Selloff\\\"<|>\\\"Speculation over Federal Reserve policy changes contributed to market volatility and investor selloff.\\\"<|>\\\"interest rate impact, financial regulation\\\"<|>7)##\\n(\\\"content_keywords\\\"<|>\\\"market downturn, investor sentiment, commodities, Federal Reserve, stock performance\\\")<|COMPLETE|>\\n#############################\\nExample 3:\\n\\nEntity_types: [economic_policy, athlete, event, location, record, organization, equipment]\\nText:\\n```\\nAt the World Athletics Championship in Tokyo, Noah Carter broke the 100m sprint record using cutting-edge carbon-fiber spikes.\\n```\\n\\nOutput:\\n(\\\"entity\\\"<|>\\\"World Athletics Championship\\\"<|>\\\"event\\\"<|>\\\"The World Athletics Championship is a global sports competition featuring top athletes in track and field.\\\")##\\n(\\\"entity\\\"<|>\\\"Tokyo\\\"<|>\\\"location\\\"<|>\\\"Tokyo is the host city of the World Athletics Championship.\\\")##\\n(\\\"entity\\\"<|>\\\"Noah Carter\\\"<|>\\\"athlete\\\"<|>\\\"Noah Carter is a sprinter who set a new record in the 100m sprint at the World Athletics Championship.\\\")##\\n(\\\"entity\\\"<|>\\\"100m Sprint Record\\\"<|>\\\"record\\\"<|>\\\"The 100m sprint record is a benchmark in athletics, recently broken by Noah Carter.\\\")##\\n(\\\"entity\\\"<|>\\\"Carbon-Fiber Spikes\\\"<|>\\\"equipment\\\"<|>\\\"Carbon-fiber spikes are advanced sprinting shoes that provide enhanced speed and traction.\\\")##\\n(\\\"entity\\\"<|>\\\"World Athletics Federation\\\"<|>\\\"organization\\\"<|>\\\"The World Athletics Federation is the governing body overseeing the World Athletics Championship and record validations.\\\")##\\n(\\\"relationship\\\"<|>\\\"World Athletics Championship\\\"<|>\\\"Tokyo\\\"<|>\\\"The World Athletics Championship is being hosted in Tokyo.\\\"<|>\\\"event location, international competition\\\"<|>8)##\\n(\\\"relationship\\\"<|>\\\"Noah Carter\\\"<|>\\\"100m Sprint Record\\\"<|>\\\"Noah Carter set a new 100m sprint record at the championship.\\\"<|>\\\"athlete achievement, record-breaking\\\"<|>10)##\\n(\\\"relationship\\\"<|>\\\"Noah Carter\\\"<|>\\\"Carbon-Fiber Spikes\\\"<|>\\\"Noah Carter used carbon-fiber spikes to enhance performance during the race.\\\"<|>\\\"athletic equipment, performance boost\\\"<|>7)##\\n(\\\"relationship\\\"<|>\\\"World Athletics Federation\\\"<|>\\\"100m Sprint Record\\\"<|>\\\"The World Athletics Federation is responsible for validating and recognizing new sprint records.\\\"<|>\\\"sports regulation, record certification\\\"<|>9)##\\n(\\\"content_keywords\\\"<|>\\\"athletics, sprinting, record-breaking, sports technology, competition\\\")<|COMPLETE|>\\n#############################\\n\\n#############################\\n---Real Data---\\n######################\\nEntity_types: [organization,person,geo,event,category]\\nText:\\n硝酸光照分解的方程式\\n$$4HNO_{3}overset{overset{}{{Delta}}}{=}4NO_{2} uparrow + O_{2} uparrow + 2HO_{2}$$\\n氧化铁与硝酸的加热反应方程式\\n$$FeO + 4HNO_{3}overset{overset{}{{Delta}}}{=}Fe(NO_{3})_{3} + 2H_{2} uparrow + NO_{2} uparrow$$\\n氢气与氧气燃烧的现象如下图所示：\\n$$2H_{2} + O_{2}overset{overset{}{text{燃烧}}}{=}2H_{2}O$$\\n![](./Images/8612cb0424824085a08c1d3a74583afc/media/image1.png)\\n######################\\nOutput:\"}, {\"role\": \"assistant\", \"content\": \"(\\\"entity\\\"<|>\\\"Nitric Acid\\\"<|>\\\"category\\\"<|>\\\"Nitric acid (HNO₃) is a chemical compound involved in photodecomposition and reactions with iron oxide.\\\")##\\n(\\\"entity\\\"<|>\\\"Iron Oxide\\\"<|>\\\"category\\\"<|>\\\"Iron oxide (FeO) reacts with nitric acid under heating to produce iron nitrate, water, and nitrogen dioxide.\\\")##\\n(\\\"entity\\\"<|>\\\"Hydrogen\\\"<|>\\\"category\\\"<|>\\\"Hydrogen (H₂) is a chemical element that reacts with oxygen in a combustion reaction to form water.\\\")##\\n(\\\"entity\\\"<|>\\\"Oxygen\\\"<|>\\\"category\\\"<|>\\\"Oxygen (O₂) is a chemical element involved in combustion reactions, such as with hydrogen to form water.\\\")##\\n(\\\"entity\\\"<|>\\\"Water\\\"<|>\\\"category\\\"<|>\\\"Water (H₂O) is the product of the combustion reaction between hydrogen and oxygen.\\\")##\\n(\\\"relationship\\\"<|>\\\"Nitric Acid\\\"<|>\\\"Iron Oxide\\\"<|>\\\"Nitric acid reacts with iron oxide under heating to produce iron nitrate, water, and nitrogen dioxide.\\\"<|>\\\"chemical reaction, heating\\\"<|>8)##\\n(\\\"relationship\\\"<|>\\\"Hydrogen\\\"<|>\\\"Oxygen\\\"<|>\\\"Hydrogen and oxygen undergo a combustion reaction to form water.\\\"<|>\\\"combustion, chemical reaction\\\"<|>9)##\\n(\\\"content_keywords\\\"<|>\\\"chemical reactions, photodecomposition, combustion, chemistry, equations\\\")<|COMPLETE|>\"}]\nMANY entities and relationships were missed in the last extraction.\n\n---Remember Steps---\n\n1. Identify all entities. For each identified entity, extract the following information:\n- entity_name: Name of the entity, use same language as input text. If English, capitalized the name.\n- entity_type: One of the following types: [organization,person,geo,event,category]\n- entity_description: Comprehensive description of the entity's attributes and activities\nFormat each entity as (\"entity\"<|><|><|>)\n\n2. From the entities identified in step 1, identify all pairs of (source_entity, target_entity) that are *clearly related* to each other.\nFor each pair of related entities, extract the following information:\n- source_entity: name of the source entity, as identified in step 1\n- target_entity: name of the target entity, as identified in step 1\n- relationship_description: explanation as to why you think the source entity and the target entity are related to each other\n- relationship_strength: a numeric score indicating strength of the relationship between the source entity and target entity\n- relationship_keywords: one or more high-level key words that summarize the overarching nature of the relationship, focusing on concepts or themes rather than specific details\nFormat each relationship as (\"relationship\"<|><|><|><|><|>)\n\n3. Identify high-level key words that summarize the main concepts, themes, or topics of the entire text. These should capture the overarching ideas present in the document.\nFormat the content-level key words as (\"content_keywords\"<|>)\n\n4. Return output in English as a single list of all the entities and relationships identified in steps 1 and 2. Use **##** as the list delimiter.\n\n5. When finished, output <|COMPLETE|>\n\n---Output---\n\nAdd them below using the same format:" +>>>>>>> 1542a6d6a466a486c40c4a2cd3ee1ba0b0d175b9 } } } \ No newline at end of file diff --git a/dsLightRag/Util/__pycache__/LightRagUtil.cpython-310.pyc b/dsLightRag/Util/__pycache__/LightRagUtil.cpython-310.pyc index 45bcf250..cca97fca 100644 Binary files a/dsLightRag/Util/__pycache__/LightRagUtil.cpython-310.pyc and b/dsLightRag/Util/__pycache__/LightRagUtil.cpython-310.pyc differ